qais

Tasks

• run docker-compose
• allow pushing data from outside through script
• make an online learning model

Steps

• ML models and their online learning capabilities
• Created database model
• Translated to SQLAlchemy
• Used RQ to run separately
• automated through docker-compose

Working pattern

Sample environment

FLASK_APP=app.py
FLASK_ENV=prod
REDIS_URL=redis://rq-server-interview:6379/0
SECRET_KEY=asdjoias9eedm2093ejoisd
DATABASE_URL=postgresql://not_a_user:not_a_password@db:5432/interview
SQL_HOST=db
SQL_PORT=5432
DATABASE=postgres